{"id":"W4416097682","doi":"10.1002/cjce.70135","title":"Wettability's influence on <scp>MOF</scp> membranes for oil/water separation: A review","year":2025,"lang":"en","type":"review","venue":"The Canadian Journal of Chemical Engineering","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Membrane; Wetting; Key (lock); Separation (statistics); Resource (disambiguation); Synthetic membrane","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001133436,0.0003142,0.00111237,0.0001488485,0.000107016,0.0001176627,0.0007932932,0.0001908577,0.00007476389],"category_scores_gemma":[0.001960211,0.0001865779,0.0004473182,0.0002289763,0.00007875774,0.0001038631,0.00002222962,0.0004649799,0.00004353964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003489376,"about_ca_system_score_gemma":0.001122457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001102387,"about_ca_topic_score_gemma":0.00003474813,"domain_scores_codex":[0.9981936,0.0000834338,0.0008580711,0.0002264804,0.0002435699,0.0003948471],"domain_scores_gemma":[0.9979083,0.0008844301,0.0002060444,0.0004132637,0.0002388125,0.0003491502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002301418,0.0001211238,0.000002141525,0.7133185,0.000614281,0.0001262494,0.001524471,0.02229881,0.08269903,0.001259736,0.02952497,0.1484877],"study_design_scores_gemma":[0.00008559014,0.0000146793,9.015933e-8,0.02328379,0.0002583662,0.00007253236,0.000001648968,0.0000595122,0.01873649,0.0000174646,0.9573599,0.0001099809],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003039366,0.9954776,0.0000318418,0.0004431254,0.0004601052,0.0003375018,0.00006416491,0.00001729029,0.0001289903],"genre_scores_gemma":[0.001534263,0.9967222,0.0002476947,0.0005905011,0.0002808279,0.0001018998,0.00002290462,0.00004243148,0.0004572431],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9278349,"threshold_uncertainty_score":0.7608428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0253791769967586,"score_gpt":0.2846532935182336,"score_spread":0.259274116521475,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}